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edgeai

EDGE AI, OPEN SOURCE TOOLS

REPRODUCIBLE CROSS-PLATFORM EDGE AI SYSTEMS WITH YOCTO

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Image illustrating reproducible systems Antmicro has been working with a large number of customers implementing AI software on embedded systems, helping utilize all the advantages of an open source-based approach. To achieve this we created a complete methodology...
OPEN HARDWARE, EDGE AI

OPEN SOURCE QUALCOMM SNAPDRAGON 845 BASEBOARD

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Picture of the Snapdragon 845 baseboard As part of our open source-centric strategy, Antmicro has been developing open source hardware which serves as a base for rapidly developing new, complex solutions - and our customers often reach out to us to lend them our...
EDGE AI, OPEN CLOUD SYSTEMS

DEPLOYING HYBRID AI SOLUTIONS ON EDGE DEVICE FLEETS

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Hybrid data processing AI algorithms often require significant processing power typically associated with data centers. However, privacy concerns, latency and security considerations, together with increased compute capabilities of edge devices,...
EDGE AI, OPEN MACHINE VISION

INTRODUCING MODULAR RUNTIME FLOWS TO KENNING

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Diagram depicting Kenning deployment flow Kenning is Antmicro’s library aiming to simplify the workflow with machine learning applications on edge devices. It is used for testing and deploying ML pipelines on a variety of embedded platforms regardless of the underlying...
EDGE AI, OPEN MACHINE VISION

DEPLOYING DEEP LEARNING MODELS ON THE EDGE WITH KENNING

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Edge AI development flow The demand for deploying machine learning models, especially state-of-the-art deep neural networks on edge devices is rapidly growing. Edge AI allows to run inference locally, without the need for a connection to the cloud...
OPEN ISA, EDGE AI, OPEN SOURCE TOOLS, OPEN HARDWARE

RENODE 1.12 RELEASE - NEW PLATFORMS, SENSORS AND DEBUGGING FEATURES

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RE 1.12 Originally created to meet Antmicro’s internal need for a flexible system design and testing tool, Renode has been in use by numerous projects and organizations including internet giants like Google, Microsoft and Amazon,...
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